Basic Statistics

Name Value
Rows 369
Columns 13
Discrete columns 13
Continuous columns 0
All missing columns 0
Missing observations 160
Total observations 4,797
Memory allocation 113.7 Kb

Data Structure

Missing Data Profile

Univariate Distribution

Bar Chart (by frequency)

## 5 columns ignored with more than 50 categories.
## timestamp: 367 categories
## email: 214 categories
## first_name: 208 categories
## last_name: 201 categories
## optional_write_your_full_major_name: 98 categories

Correlation Analysis

## 5 features with more than 20 categories ignored!
## timestamp: 227 categories
## email: 150 categories
## first_name: 144 categories
## last_name: 141 categories
## optional_write_your_full_major_name: 97 categories

Principle Component Analysis

## 5 features with more than 50 categories ignored!
## timestamp: 227 categories
## email: 150 categories
## first_name: 144 categories
## last_name: 141 categories
## optional_write_your_full_major_name: 97 categories